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The impact of AI and machine learning algorithms in MDS

VJHemOnc Podcast

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Challenges and Considerations of Using AI and Machine Learning Algorithms

This chapter discusses the challenges and considerations of using AI and machine learning algorithms, including the need for human supervision, evaluation of algorithm accuracy, limitations of metrics like AUC in skewed data, and challenges in the medical field. Perspectives of insurance companies, regulatory bodies, patients, and physicians are explored, highlighting concerns over accuracy and trustworthiness, the need for collaboration, and the importance of clinical value and benchmarking.

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